Hi @jialin.yang , thanks for sharing this behaviour. Google IMA SDK which is used for Ad playback does not support Airplay feature. Please see Google IMA documentation about Airplay support.
Can you please try to switch to Bitmovin Ad module instead and check if that works better? You can follow this post regarding how to use Bitmovin Ad Module instead of IMA for client side Ad playback with Bitmovin player